Bearing Small Sample Fault Diagnosis based on Data Generation and Transfer Learning

Aiming at the problem of limited fault diagnosis performance caused by a single source of historical operating data for wind turbine bearings and a small amount of data, a small sample fault diagnosis method of bearings based on data generation and transfer learning is proposed. First of all, for th...

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Bibliographic Details
Main Authors: Dinghui Wu, Qin Fang, Chuyi Wu
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2020-01-01
Series:Jixie chuandong
Subjects:
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2020.11.023